# Revenue
full_data_subset[16, 'revenue'] <- 192864
full_data_subset[313, 'revenue'] <- 12000000
full_data_subset[451, 'revenue'] <- 12000000
full_data_subset[1865, 'revenue'] <- 25000000
# Budget
full_data_subset[90, 'budget'] <- 30000000
full_data_subset[118, 'budget'] <- 60000000
full_data_subset[149, 'budget'] <- 18000000
full_data_subset[464, 'budget'] <- 20000000
full_data_subset[470, 'budget'] <- 13000000
full_data_subset[513, 'budget'] <- 930000
full_data_subset[797, 'budget'] <- 8000000
full_data_subset[819, 'budget'] <- 90000000
full_data_subset[850, 'budget'] <- 90000000
full_data_subset[1007, 'budget'] <- 2
full_data_subset[1112, 'budget'] <- 7500000
full_data_subset[1131, 'budget'] <- 4300000
full_data_subset[1359, 'budget'] <- 10000000
full_data_subset[1542, 'budget'] <- 1
full_data_subset[1570, 'budget'] <- 15800000
full_data_subset[1571, 'budget'] <- 4000000
full_data_subset[1714, 'budget'] <- 46000000
full_data_subset[1721, 'budget'] <- 17500000
full_data_subset[1885, 'budget'] <- 12
full_data_subset[2091, 'budget'] <- 10
full_data_subset[2268, 'budget'] <- 17500000
full_data_subset[2491, 'budget'] <- 6
full_data_subset[2602, 'budget'] <- 31000000
full_data_subset[2612, 'budget'] <- 15000000
full_data_subset[2696, 'budget'] <- 10000000
full_data_subset[2801, 'budget'] <- 10000000
full_data_subset[335, 'budget'] <- 2
full_data_subset[348, 'budget'] <- 12
full_data_subset[470, 'budget'] <- 13000000
full_data_subset[513, 'budget'] <- 1100000
full_data_subset[640, 'budget'] <- 6
full_data_subset[696, 'budget'] <- 1
full_data_subset[797, 'budget'] <- 8000000
full_data_subset[850, 'budget'] <- 1500000
full_data_subset[1199, 'budget'] <- 5
full_data_subset[1282, 'budget'] <- 9
full_data_subset[1347, 'budget'] <- 1
full_data_subset[1755, 'budget'] <- 2
full_data_subset[1801, 'budget'] <- 5
full_data_subset[1918, 'budget'] <- 592
full_data_subset[2033, 'budget'] <- 4
full_data_subset[2118, 'budget'] <- 344
full_data_subset[2252, 'budget'] <- 130
full_data_subset[2256, 'budget'] <- 1
full_data_subset[2696, 'budget'] <- 10000000
full_data_subset[3033, 'budget'] <- 250
full_data_subset[3051, 'budget'] <- 50
full_data_subset[3084, 'budget'] <- 337
full_data_subset[3224, 'budget'] <- 4
full_data_subset[3594, 'budget'] <- 25
full_data_subset[3619, 'budget'] <- 500
full_data_subset[3831, 'budget'] <- 3
full_data_subset[3935, 'budget'] <- 500
full_data_subset[4049, 'budget'] <- 995946
full_data_subset[4424, 'budget'] <- 3
full_data_subset[4460, 'budget'] <- 8
full_data_subset[4555, 'budget'] <- 1200000
full_data_subset[4624, 'budget'] <- 30
full_data_subset[4645, 'budget'] <- 500
full_data_subset[4709, 'budget'] <- 450
full_data_subset[4839, 'budget'] <- 7
full_data_subset[3125, 'budget'] <- 25
full_data_subset[3142, 'budget'] <- 1
full_data_subset[3201, 'budget'] <- 450
full_data_subset[3222, 'budget'] <- 6
full_data_subset[3545, 'budget'] <- 38
full_data_subset[3670, 'budget'] <- 18
full_data_subset[3792, 'budget'] <- 19
full_data_subset[3881, 'budget'] <- 7
full_data_subset[3969, 'budget'] <- 400
full_data_subset[4196, 'budget'] <- 6
full_data_subset[4221, 'budget'] <- 11
full_data_subset[4222, 'budget'] <- 500
full_data_subset[4285, 'budget'] <- 11
full_data_subset[4319, 'budget'] <- 1
full_data_subset[4639, 'budget'] <- 10
full_data_subset[4719, 'budget'] <- 45
full_data_subset[4822, 'budget'] <- 22
full_data_subset[4829, 'budget'] <- 20
full_data_subset[4969, 'budget'] <- 20
full_data_subset[5021, 'budget'] <- 40
full_data_subset[5035, 'budget'] <- 1
full_data_subset[5063, 'budget'] <- 14
full_data_subset[5119, 'budget'] <- 2
full_data_subset[5214, 'budget'] <- 30
full_data_subset[5221, 'budget'] <- 50
full_data_subset[4903, 'budget'] <- 15
full_data_subset[4983, 'budget'] <- 3
full_data_subset[5102, 'budget'] <- 28
full_data_subset[5217, 'budget'] <- 75
full_data_subset[5224, 'budget'] <- 3
full_data_subset[5469, 'budget'] <- 20
full_data_subset[5840, 'budget'] <- 1
full_data_subset[5960, 'budget'] <- 30
full_data_subset[6506, 'budget'] <- 11
full_data_subset[6553, 'budget'] <- 280
full_data_subset[6561, 'budget'] <- 7
full_data_subset[6582, 'budget'] <- 218
full_data_subset[6638, 'budget'] <- 5
full_data_subset[6749, 'budget'] <- 8
full_data_subset[6759, 'budget'] <- 50
full_data_subset[6856, 'budget'] <- 10
full_data_subset[6858, 'budget'] <- 100
full_data_subset[6876, 'budget'] <- 250
full_data_subset[6972, 'budget'] <- 1
full_data_subset[7079, 'budget'] <- 8000000
full_data_subset[7150, 'budget'] <- 118
full_data_subset[6506, 'budget'] <- 118
full_data_subset[7225, 'budget'] <- 6
full_data_subset[7231, 'budget'] <- 85
full_data_subset[5222, 'budget'] <- 5
full_data_subset[5322, 'budget'] <- 90
full_data_subset[5350, 'budget'] <- 70
full_data_subset[5378, 'budget'] <- 10
full_data_subset[5545, 'budget'] <- 80
full_data_subset[5810, 'budget'] <- 8
full_data_subset[5926, 'budget'] <- 300
full_data_subset[5927, 'budget'] <- 4
full_data_subset[5986, 'budget'] <- 1
full_data_subset[6053, 'budget'] <- 20
full_data_subset[6104, 'budget'] <- 1
full_data_subset[6130, 'budget'] <- 30
full_data_subset[6301, 'budget'] <- 150
full_data_subset[6276, 'budget'] <- 100
full_data_subset[6473, 'budget'] <- 100
full_data_subset[6842, 'budget'] <- 30